Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation

Detalhes bibliográficos
Autor(a) principal: Castanheira-Pinto, Alexandre
Data de Publicação: 2021
Outros Autores: Gonçalves, Bruno S., Lima, Rui M., Dinis-Carvalho, José
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/72446
Resumo: Emergency departments in hospitals are having many difficulties in achieving the performance levels required by health regulators and society. The waiting times as well as the total throughput time are examples of performance indicators that emergency departments need to improve in order to provide a better service to the community. To achieve improvement of performance, the present paper shows a methodology to assist the design process of an emergency department using simulation techniques. In this study, the emergency department of a hospital located in the northern region of Portugal was considered to test the proposed simulation technique. The emergency department initial state was assessed, in terms of patient flow, as well as the human resources needed at every stage of the service. In order to understand in depth the process that a patient goes through during an emergency episode, a comprehensive study was performed on the hospital database. This allowed the analytical description of an emergency episode, which was further used as an input to the simulation model. After developing the simulation model with the information obtained by the hospital’s database, a validation stage was performed. Finally, in order to achieve an optimized design for the emergency department several variant scenarios were considered and evaluated. This methodology proved to be very useful in determining an optimized operation for complex, and non-linear systems.
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spelling Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulationoperations managementemergency departmentdiscrete event simulationlean healthcaresimulation modelScience & TechnologyEmergency departments in hospitals are having many difficulties in achieving the performance levels required by health regulators and society. The waiting times as well as the total throughput time are examples of performance indicators that emergency departments need to improve in order to provide a better service to the community. To achieve improvement of performance, the present paper shows a methodology to assist the design process of an emergency department using simulation techniques. In this study, the emergency department of a hospital located in the northern region of Portugal was considered to test the proposed simulation technique. The emergency department initial state was assessed, in terms of patient flow, as well as the human resources needed at every stage of the service. In order to understand in depth the process that a patient goes through during an emergency episode, a comprehensive study was performed on the hospital database. This allowed the analytical description of an emergency episode, which was further used as an input to the simulation model. After developing the simulation model with the information obtained by the hospital’s database, a validation stage was performed. Finally, in order to achieve an optimized design for the emergency department several variant scenarios were considered and evaluated. This methodology proved to be very useful in determining an optimized operation for complex, and non-linear systems.This work was partially supported by projects UIDB/00319/2020 and POCI-01-0145FEDER-030299, from Fundacao para a Ciencia e Tecnologia (FCT), Portugal.Multidisciplinary Digital Publishing InstituteUniversidade do MinhoCastanheira-Pinto, AlexandreGonçalves, Bruno S.Lima, Rui M.Dinis-Carvalho, José20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/72446engCastanheira-Pinto, A.; Gonçalves, B.S.; Lima, R.M.; Dinis-Carvalho, J. Modeling, Assessment and Design of an Emergency Department of a Public Hospital through Discrete-Event Simulation. Appl. Sci. 2021, 11, 805. https://doi.org/10.3390/app110208052076-341710.3390/app11020805https://www.mdpi.com/2076-3417/11/2/805info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:54:19Zoai:repositorium.sdum.uminho.pt:1822/72446Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:53:49.279342Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
title Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
spellingShingle Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
Castanheira-Pinto, Alexandre
operations management
emergency department
discrete event simulation
lean healthcare
simulation model
Science & Technology
title_short Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
title_full Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
title_fullStr Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
title_full_unstemmed Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
title_sort Modeling, assessment and design of an emergency department of a public hospital through discrete-event simulation
author Castanheira-Pinto, Alexandre
author_facet Castanheira-Pinto, Alexandre
Gonçalves, Bruno S.
Lima, Rui M.
Dinis-Carvalho, José
author_role author
author2 Gonçalves, Bruno S.
Lima, Rui M.
Dinis-Carvalho, José
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Castanheira-Pinto, Alexandre
Gonçalves, Bruno S.
Lima, Rui M.
Dinis-Carvalho, José
dc.subject.por.fl_str_mv operations management
emergency department
discrete event simulation
lean healthcare
simulation model
Science & Technology
topic operations management
emergency department
discrete event simulation
lean healthcare
simulation model
Science & Technology
description Emergency departments in hospitals are having many difficulties in achieving the performance levels required by health regulators and society. The waiting times as well as the total throughput time are examples of performance indicators that emergency departments need to improve in order to provide a better service to the community. To achieve improvement of performance, the present paper shows a methodology to assist the design process of an emergency department using simulation techniques. In this study, the emergency department of a hospital located in the northern region of Portugal was considered to test the proposed simulation technique. The emergency department initial state was assessed, in terms of patient flow, as well as the human resources needed at every stage of the service. In order to understand in depth the process that a patient goes through during an emergency episode, a comprehensive study was performed on the hospital database. This allowed the analytical description of an emergency episode, which was further used as an input to the simulation model. After developing the simulation model with the information obtained by the hospital’s database, a validation stage was performed. Finally, in order to achieve an optimized design for the emergency department several variant scenarios were considered and evaluated. This methodology proved to be very useful in determining an optimized operation for complex, and non-linear systems.
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/72446
url http://hdl.handle.net/1822/72446
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Castanheira-Pinto, A.; Gonçalves, B.S.; Lima, R.M.; Dinis-Carvalho, J. Modeling, Assessment and Design of an Emergency Department of a Public Hospital through Discrete-Event Simulation. Appl. Sci. 2021, 11, 805. https://doi.org/10.3390/app11020805
2076-3417
10.3390/app11020805
https://www.mdpi.com/2076-3417/11/2/805
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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